Apache Spark Alternatives

Apache Spark Alternatives for Windows

Apache Spark is a free and open-source, unified analytics engine for large-scale data processing. Apache Spark achieves high performance for both batch and streaming data, using a state-of-the-art DAG scheduler, a query optimizer, and a physical execut.. read more.

According to people there are many software similar to it, and the best alternative to Apache Spark is Apache Flink which is both free and open source. Other highly recommended applications include Apache Storm (Free).
In total people have suggested 5 alternatives to Apache Spark that share similarities by use case and feature set. In this list with its current filter selection you'll find 2 Apache Spark alternatives for Windows.

Apache Flink

Apache Flink is a free and open-source stream framework used for processing big data. The software is developed openly by the Apache Software Foundation and the community. The core of Apache Flink is written in Java and Scala as a distributed streaming data-flow engine. Data-flows executed by Flink programs are pipelined and run parallel to maximize efficiency.

Free & Open Source
👍 Most people think Apache Flink is a good alternative to Apache Spark.

Apache Storm

Apache Storm makes it easy to reliably process unbounded streams of data for real-time processing. It is a distributed stream processing computation framework written predominantly in the programming language Clojure. The software is released free and open-source under the Apache License. In a nutshell, Apache Storm does to real-time processing, what Apache Hadoop did to bactch processing. Large corporations like Weather Channel, FullContact, Twitter, Yahoo, Spotify, and Alibaba use and trust Apache Storm for big data analytics with fault-tolerance and fast data processing.

Free & Open Source
👍 Most people think Apache Storm is a good alternative to Apache Spark.

How Are These Apache Spark Alternatives Generated?

Information found on this page is crowd-sourced by the community and contains the most agreed upon Apache Spark alternatives for Windows. You can use this information to find similar software to Apache Spark for specific platforms with various pricing options and licenses. Anyone that have previously used Apache Spark can suggest alternatives, vote on the accuracy of other users claims, and help more people in the process of doing so.

This page was last updated on Sun 23 Jan 2022 (3 weeks, 1 day ago).